Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 233615 |
| Missing cells | 949884 |
| Missing cells (%) | 27.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 26.7 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 3 |
anio is highly overall correlated with dni | High correlation |
dni is highly overall correlated with anio | High correlation |
COMISION is highly overall correlated with AULA and 1 other fields | High correlation |
AULA is highly overall correlated with COMISION and 1 other fields | High correlation |
SEDE is highly overall correlated with COMISION and 1 other fields | High correlation |
pa1 is highly overall correlated with pa2 | High correlation |
pa2 is highly overall correlated with pa1 | High correlation |
codCarrera is highly overall correlated with facultad | High correlation |
MATERIA is highly overall correlated with facultad | High correlation |
facultad is highly overall correlated with codCarrera and 1 other fields | High correlation |
pa1 has 121874 (52.2%) missing values | Missing |
pa2 has 152308 (65.2%) missing values | Missing |
Final has 215187 (92.1%) missing values | Missing |
rem1 has 228508 (97.8%) missing values | Missing |
rem2 has 232007 (99.3%) missing values | Missing |
pa1 has 8943 (3.8%) zeros | Zeros |
pa2 has 4007 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-30 21:55:57.257400 |
|---|---|
| Analysis finished | 2023-07-30 21:56:21.964914 |
| Duration | 24.71 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
anio
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.4922 |
| Minimum | 2011 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 2011 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 8 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.5535384 |
|---|---|
| Coefficient of variation (CV) | 0.0012669552 |
| Kurtosis | -1.1183604 |
| Mean | 2015.4922 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.26797939 |
| Sum | 4.7084922 × 108 |
| Variance | 6.5205582 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2019 | 33352 | |
| 2018 | 31966 | |
| 2017 | 30334 | |
| 2016 | 28442 | |
| 2015 | 27164 | |
| 2014 | 22162 | |
| 2011 | 20751 | |
| 2013 | 20076 | |
| 2012 | 19368 |
| Value | Count | Frequency (%) |
| 2011 | 20751 | |
| 2012 | 19368 | |
| 2013 | 20076 | |
| 2014 | 22162 | |
| 2015 | 27164 | |
| 2016 | 28442 | |
| 2017 | 30334 | |
| 2018 | 31966 | |
| 2019 | 33352 |
| Value | Count | Frequency (%) |
| 2019 | 33352 | |
| 2018 | 31966 | |
| 2017 | 30334 | |
| 2016 | 28442 | |
| 2015 | 27164 | |
| 2014 | 22162 | |
| 2013 | 20076 | |
| 2012 | 19368 | |
| 2011 | 20751 |
cuat
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233615 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233615 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233615 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 125228 | |
| 1 | 108387 |
dni
Real number (ℝ)
| Distinct | 165535 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46539530 |
| Minimum | 8 |
|---|---|
| Maximum | 99999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 33076700 |
| Q1 | 37558154 |
| median | 39802418 |
| Q3 | 42103330 |
| 95-th percentile | 95826572 |
| Maximum | 99999999 |
| Range | 99999991 |
| Interquartile range (IQR) | 4545176.5 |
Descriptive statistics
| Standard deviation | 20082000 |
|---|---|
| Coefficient of variation (CV) | 0.43150414 |
| Kurtosis | 2.240563 |
| Mean | 46539530 |
| Median Absolute Deviation (MAD) | 2283682 |
| Skewness | 1.9663044 |
| Sum | 1.0872332 × 1013 |
| Variance | 4.0328671 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26797 | 15 | < 0.1% |
| 29064815 | 13 | < 0.1% |
| 31929046 | 13 | < 0.1% |
| 17262890 | 12 | < 0.1% |
| 26730 | 12 | < 0.1% |
| 26542541 | 11 | < 0.1% |
| 26542873 | 11 | < 0.1% |
| 24296824 | 11 | < 0.1% |
| 26756 | 10 | < 0.1% |
| 16874194 | 10 | < 0.1% |
| Other values (165525) | 233497 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 53 | 3 | |
| 218 | 1 | < 0.1% |
| 652 | 1 | < 0.1% |
| 1259 | 2 | |
| 1603 | 1 | < 0.1% |
| 2319 | 1 | < 0.1% |
| 4565 | 1 | < 0.1% |
| 5041 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99999999 | 1 | |
| 99964945 | 1 | |
| 99902118 | 1 | |
| 99527525 | 1 | |
| 99127183 | 1 | |
| 99074664 | 1 | |
| 99059954 | 1 | |
| 99053452 | 1 | |
| 99053449 | 1 | |
| 99053442 | 1 |
COMISION
Real number (ℝ)
| Distinct | 269 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77126.003 |
| Minimum | 10301 |
|---|---|
| Maximum | 425302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 10301 |
|---|---|
| 5-th percentile | 15302 |
| Q1 | 25303 |
| median | 45315 |
| Q3 | 105302 |
| 95-th percentile | 325302 |
| Maximum | 425302 |
| Range | 415001 |
| Interquartile range (IQR) | 79999 |
Descriptive statistics
| Standard deviation | 87746.271 |
|---|---|
| Coefficient of variation (CV) | 1.1377002 |
| Kurtosis | 4.8225331 |
| Mean | 77126.003 |
| Median Absolute Deviation (MAD) | 25005 |
| Skewness | 2.308688 |
| Sum | 1.8017791 × 1010 |
| Variance | 7.6994081 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 105302 | 2562 | 1.1% |
| 105301 | 2481 | 1.1% |
| 20302 | 2271 | 1.0% |
| 105306 | 2255 | 1.0% |
| 20304 | 2243 | 1.0% |
| 105305 | 2235 | 1.0% |
| 105304 | 2187 | 0.9% |
| 105303 | 2127 | 0.9% |
| 25306 | 2121 | 0.9% |
| 65301 | 2116 | 0.9% |
| Other values (259) | 211017 |
| Value | Count | Frequency (%) |
| 10301 | 1790 | |
| 10302 | 1511 | |
| 10303 | 1430 | |
| 10304 | 1275 | |
| 10305 | 971 | |
| 10306 | 850 | |
| 10307 | 293 | 0.1% |
| 10308 | 325 | 0.1% |
| 10309 | 279 | 0.1% |
| 10310 | 225 | 0.1% |
| Value | Count | Frequency (%) |
| 425302 | 240 | 0.1% |
| 425301 | 559 | |
| 415303 | 86 | < 0.1% |
| 415302 | 449 | |
| 415301 | 442 | |
| 395304 | 92 | < 0.1% |
| 395303 | 685 | |
| 395302 | 881 | |
| 395301 | 1003 | |
| 385303 | 47 | < 0.1% |
HORARIO
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 646.06246 |
| Minimum | 201 |
|---|---|
| Maximum | 696 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 201 |
|---|---|
| 5-th percentile | 621 |
| Q1 | 628 |
| median | 656 |
| Q3 | 658 |
| 95-th percentile | 682 |
| Maximum | 696 |
| Range | 495 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 50.911368 |
|---|---|
| Coefficient of variation (CV) | 0.078802548 |
| Kurtosis | 40.07491 |
| Mean | 646.06246 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -5.6839043 |
| Sum | 1.5092988 × 108 |
| Variance | 2591.9674 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 656 | 27634 | |
| 681 | 27050 | |
| 682 | 26280 | |
| 652 | 24618 | |
| 657 | 22106 | |
| 651 | 22088 | |
| 658 | 15272 | |
| 626 | 13075 | 5.6% |
| 622 | 10570 | 4.5% |
| 627 | 10514 | 4.5% |
| Other values (54) | 34408 |
| Value | Count | Frequency (%) |
| 201 | 36 | < 0.1% |
| 204 | 54 | < 0.1% |
| 205 | 195 | 0.1% |
| 213 | 817 | |
| 234 | 66 | < 0.1% |
| 235 | 32 | < 0.1% |
| 244 | 247 | 0.1% |
| 245 | 23 | < 0.1% |
| 261 | 8 | < 0.1% |
| 262 | 115 | < 0.1% |
| Value | Count | Frequency (%) |
| 696 | 140 | 0.1% |
| 694 | 5 | < 0.1% |
| 693 | 37 | < 0.1% |
| 692 | 19 | < 0.1% |
| 682 | 26280 | |
| 681 | 27050 | |
| 662 | 101 | < 0.1% |
| 658 | 15272 | |
| 657 | 22106 | |
| 656 | 27634 |
AULA
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.705032 |
| Minimum | 1 |
|---|---|
| Maximum | 215 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 26 |
| Q3 | 102 |
| 95-th percentile | 214 |
| Maximum | 215 |
| Range | 214 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 77.793135 |
|---|---|
| Coefficient of variation (CV) | 1.2406203 |
| Kurtosis | -0.30680999 |
| Mean | 62.705032 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.2014522 |
| Sum | 14648836 |
| Variance | 6051.7718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 15845 | 6.8% |
| 13 | 10557 | 4.5% |
| 214 | 10371 | 4.4% |
| 33 | 8843 | 3.8% |
| 12 | 8335 | 3.6% |
| 15 | 7871 | 3.4% |
| 201 | 7550 | 3.2% |
| 4 | 7327 | 3.1% |
| 45 | 6923 | 3.0% |
| 32 | 6813 | 2.9% |
| Other values (58) | 143180 |
| Value | Count | Frequency (%) |
| 1 | 15845 | |
| 2 | 6658 | |
| 3 | 4502 | 1.9% |
| 4 | 7327 | |
| 5 | 4629 | 2.0% |
| 6 | 4893 | 2.1% |
| 7 | 5287 | 2.3% |
| 8 | 1969 | 0.8% |
| 9 | 2421 | 1.0% |
| 10 | 4885 | 2.1% |
| Value | Count | Frequency (%) |
| 215 | 1986 | 0.9% |
| 214 | 10371 | |
| 213 | 3864 | 1.7% |
| 212 | 2982 | 1.3% |
| 211 | 3943 | 1.7% |
| 210 | 1079 | 0.5% |
| 209 | 2413 | 1.0% |
| 208 | 3041 | 1.3% |
| 207 | 3715 | 1.6% |
| 206 | 3545 | 1.5% |
SEDE
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3239732 |
| Minimum | 1 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 32 |
| Maximum | 42 |
| Range | 41 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.7504274 |
|---|---|
| Coefficient of variation (CV) | 1.1947651 |
| Kurtosis | 4.8117085 |
| Mean | 7.3239732 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.3096073 |
| Sum | 1710990 |
| Variance | 76.569979 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 2 | 50087 | |
| 10 | 36149 | |
| 4 | 35809 | |
| 1 | 34616 | |
| 5 | 25840 | |
| 6 | 20247 | |
| 15 | 7203 | 3.1% |
| 33 | 4092 | 1.8% |
| 32 | 3872 | 1.7% |
| 28 | 3569 | 1.5% |
| Other values (14) | 12131 | 5.2% |
| Value | Count | Frequency (%) |
| 1 | 34616 | |
| 2 | 50087 | |
| 4 | 35809 | |
| 5 | 25840 | |
| 6 | 20247 | |
| 10 | 36149 | |
| 13 | 84 | < 0.1% |
| 14 | 3088 | 1.3% |
| 15 | 7203 | 3.1% |
| 21 | 1614 | 0.7% |
| Value | Count | Frequency (%) |
| 42 | 799 | 0.3% |
| 41 | 977 | 0.4% |
| 39 | 2661 | |
| 38 | 653 | 0.3% |
| 37 | 70 | < 0.1% |
| 36 | 5 | < 0.1% |
| 35 | 401 | 0.2% |
| 34 | 892 | 0.4% |
| 33 | 4092 | |
| 32 | 3872 |
MATERIA
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 53 | |
|---|---|
| 3 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.7159258 |
| Min length | 1 |
Characters and Unicode
| Total characters | 400866 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 53 | 167251 | |
| 3 | 66364 | 28.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 53 | 167251 | |
| 3 | 66364 | 28.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 233615 | |
| 5 | 167251 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 400866 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 233615 | |
| 5 | 167251 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 400866 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 233615 | |
| 5 | 167251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 400866 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 233615 | |
| 5 | 167251 |
pa1
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 121874 |
| Missing (%) | 52.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6401545 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 8943 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4903277 |
|---|---|
| Coefficient of variation (CV) | 0.68412693 |
| Kurtosis | -0.48630176 |
| Mean | 3.6401545 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.52682409 |
| Sum | 406754.5 |
| Variance | 6.2017321 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 16748 | 7.2% |
| 2 | 16565 | 7.1% |
| 4 | 16366 | 7.0% |
| 3 | 14386 | 6.2% |
| 5 | 10485 | 4.5% |
| 0 | 8943 | 3.8% |
| 6 | 8518 | 3.6% |
| 7 | 6616 | 2.8% |
| 8 | 4780 | 2.0% |
| 9 | 3106 | 1.3% |
| Other values (11) | 5228 | 2.2% |
| (Missing) | 121874 |
| Value | Count | Frequency (%) |
| 0 | 8943 | |
| 0.5 | 88 | < 0.1% |
| 1 | 16748 | |
| 1.5 | 389 | 0.2% |
| 2 | 16565 | |
| 2.5 | 585 | 0.3% |
| 3 | 14386 | |
| 3.5 | 546 | 0.2% |
| 4 | 16366 | |
| 4.5 | 600 | 0.3% |
| Value | Count | Frequency (%) |
| 10 | 1541 | 0.7% |
| 9.5 | 96 | < 0.1% |
| 9 | 3106 | 1.3% |
| 8.5 | 203 | 0.1% |
| 8 | 4780 | |
| 7.5 | 294 | 0.1% |
| 7 | 6616 | |
| 6.5 | 389 | 0.2% |
| 6 | 8518 | |
| 5.5 | 497 | 0.2% |
pa2
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 152308 |
| Missing (%) | 65.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2868056 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 4007 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5293339 |
|---|---|
| Coefficient of variation (CV) | 0.59002768 |
| Kurtosis | -0.70955882 |
| Mean | 4.2868056 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.28035647 |
| Sum | 348547.3 |
| Variance | 6.3975301 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 4 | 13826 | 5.9% |
| 2 | 10029 | 4.3% |
| 3 | 9340 | 4.0% |
| 5 | 9166 | 3.9% |
| 1 | 8410 | 3.6% |
| 6 | 7985 | 3.4% |
| 7 | 6676 | 2.9% |
| 8 | 5050 | 2.2% |
| 0 | 4007 | 1.7% |
| 9 | 3389 | 1.5% |
| Other values (12) | 3429 | 1.5% |
| (Missing) | 152308 |
| Value | Count | Frequency (%) |
| 0 | 4007 | 1.7% |
| 0.5 | 38 | < 0.1% |
| 1 | 8410 | |
| 1.5 | 147 | 0.1% |
| 2 | 10029 | |
| 2.5 | 254 | 0.1% |
| 3 | 9340 | |
| 3.5 | 176 | 0.1% |
| 4 | 13826 | |
| 4.5 | 303 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1707 | 0.7% |
| 9.5 | 39 | < 0.1% |
| 9 | 3389 | |
| 8.5 | 93 | < 0.1% |
| 8 | 5050 | |
| 7.8 | 1 | < 0.1% |
| 7.5 | 181 | 0.1% |
| 7 | 6676 | |
| 6.5 | 237 | 0.1% |
| 6 | 7985 |
Final
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 215187 |
| Missing (%) | 92.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0492728 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 81 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.1022495 |
|---|---|
| Coefficient of variation (CV) | 0.51916717 |
| Kurtosis | -0.46228877 |
| Mean | 4.0492728 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.52160514 |
| Sum | 74620 |
| Variance | 4.419453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 3793 | 1.6% |
| 3 | 3161 | 1.4% |
| 4 | 2964 | 1.3% |
| 5 | 2380 | 1.0% |
| 6 | 1897 | 0.8% |
| 7 | 1467 | 0.6% |
| 1 | 1420 | 0.6% |
| 8 | 774 | 0.3% |
| 9 | 378 | 0.2% |
| 10 | 113 | < 0.1% |
| (Missing) | 215187 |
| Value | Count | Frequency (%) |
| 0 | 81 | < 0.1% |
| 1 | 1420 | 0.6% |
| 2 | 3793 | |
| 3 | 3161 | |
| 4 | 2964 | |
| 5 | 2380 | |
| 6 | 1897 | |
| 7 | 1467 | 0.6% |
| 8 | 774 | 0.3% |
| 9 | 378 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 113 | < 0.1% |
| 9 | 378 | 0.2% |
| 8 | 774 | 0.3% |
| 7 | 1467 | 0.6% |
| 6 | 1897 | |
| 5 | 2380 | |
| 4 | 2964 | |
| 3 | 3161 | |
| 2 | 3793 | |
| 1 | 1420 | 0.6% |
codCarrera
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.16956 |
| Minimum | 1 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 30 |
| median | 39 |
| Q3 | 45 |
| 95-th percentile | 999 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 263.68459 |
|---|---|
| Coefficient of variation (CV) | 2.194271 |
| Kurtosis | 7.1110757 |
| Mean | 120.16956 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.9992463 |
| Sum | 28073412 |
| Variance | 69529.561 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 71812 | |
| 999 | 19122 | 8.2% |
| 45 | 14238 | 6.1% |
| 40 | 11054 | 4.7% |
| 33 | 9408 | 4.0% |
| 90 | 9340 | 4.0% |
| 99 | 8639 | 3.7% |
| 41 | 8595 | 3.7% |
| 9 | 7711 | 3.3% |
| 11 | 6460 | 2.8% |
| Other values (82) | 67236 |
| Value | Count | Frequency (%) |
| 1 | 504 | 0.2% |
| 2 | 53 | < 0.1% |
| 4 | 3658 | |
| 5 | 3363 | |
| 6 | 54 | < 0.1% |
| 7 | 380 | 0.2% |
| 8 | 9 | < 0.1% |
| 9 | 7711 | |
| 10 | 8 | < 0.1% |
| 11 | 6460 |
| Value | Count | Frequency (%) |
| 999 | 19122 | |
| 140 | 75 | < 0.1% |
| 138 | 3 | < 0.1% |
| 137 | 15 | < 0.1% |
| 136 | 1 | < 0.1% |
| 135 | 298 | 0.1% |
| 134 | 49 | < 0.1% |
| 133 | 731 | 0.3% |
| 132 | 4605 | 2.0% |
| 131 | 30 | < 0.1% |
facultad
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| MEDICINA | |
|---|---|
| INGENIERIA | |
| CS EXACTAS Y NATURALES | |
| 999.0 | |
| CIENCIAS VETERINARIAS | |
| Other values (10) |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 10.875273 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2540627 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INGENIERIA |
|---|---|
| 2nd row | CS EXACTAS Y NATURALES |
| 3rd row | INGENIERIA |
| 4th row | INGENIERIA |
| 5th row | INGENIERIA |
Common Values
| Value | Count | Frequency (%) |
| MEDICINA | 104127 | |
| INGENIERIA | 36383 | 15.6% |
| CS EXACTAS Y NATURALES | 19970 | 8.5% |
| 999.0 | 19122 | 8.2% |
| CIENCIAS VETERINARIAS | 14285 | 6.1% |
| FARMACIA Y BIOQUIMICA | 12047 | 5.2% |
| 99.0 | 8639 | 3.7% |
| ODONTOLOGIA | 8595 | 3.7% |
| AGRONOMIA | 6124 | 2.6% |
| CIENCIAS ECONOMICAS | 1038 | 0.4% |
| Other values (5) | 3285 | 1.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| medicina | 104127 | |
| ingenieria | 36383 | 10.8% |
| y | 33509 | 10.0% |
| cs | 19970 | 5.9% |
| exactas | 19970 | 5.9% |
| naturales | 19970 | 5.9% |
| 999.0 | 19122 | 5.7% |
| ciencias | 15746 | 4.7% |
| veterinarias | 14285 | 4.2% |
| farmacia | 12047 | 3.6% |
| Other values (12) | 41220 | 12.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 446395 | |
| A | 339957 | |
| E | 265264 | |
| N | 243637 | |
| C | 204508 | |
| M | 136369 | 5.4% |
| D | 113303 | 4.5% |
| R | 107139 | 4.2% |
| 102734 | 4.0% | |
| S | 94612 | 3.7% |
| Other values (16) | 486709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2307727 | |
| Space Separator | 102734 | 4.0% |
| Decimal Number | 102405 | 4.0% |
| Other Punctuation | 27761 | 1.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 446395 | |
| A | 339957 | |
| E | 265264 | |
| N | 243637 | |
| C | 204508 | |
| M | 136369 | 5.9% |
| D | 113303 | 4.9% |
| R | 107139 | 4.6% |
| S | 94612 | 4.1% |
| O | 65331 | 2.8% |
| Other values (12) | 291212 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 74644 | |
| 0 | 27761 | 27.1% |
Space Separator
| Value | Count | Frequency (%) |
| 102734 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 27761 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2307727 | |
| Common | 232900 | 9.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 446395 | |
| A | 339957 | |
| E | 265264 | |
| N | 243637 | |
| C | 204508 | |
| M | 136369 | 5.9% |
| D | 113303 | 4.9% |
| R | 107139 | 4.6% |
| S | 94612 | 4.1% |
| O | 65331 | 2.8% |
| Other values (12) | 291212 |
Common
| Value | Count | Frequency (%) |
| 102734 | ||
| 9 | 74644 | |
| . | 27761 | 11.9% |
| 0 | 27761 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2540627 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 446395 | |
| A | 339957 | |
| E | 265264 | |
| N | 243637 | |
| C | 204508 | |
| M | 136369 | 5.4% |
| D | 113303 | 4.5% |
| R | 107139 | 4.2% |
| 102734 | 4.0% | |
| S | 94612 | 3.7% |
| Other values (16) | 486709 |
rem1
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 228508 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0569806 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.0898548 |
|---|---|
| Coefficient of variation (CV) | 0.51512564 |
| Kurtosis | -0.45301489 |
| Mean | 4.0569806 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.51890656 |
| Sum | 20719 |
| Variance | 4.3674929 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 1066 | 0.5% |
| 4 | 854 | 0.4% |
| 3 | 841 | 0.4% |
| 5 | 668 | 0.3% |
| 6 | 543 | 0.2% |
| 7 | 380 | 0.2% |
| 1 | 379 | 0.2% |
| 8 | 222 | 0.1% |
| 9 | 105 | < 0.1% |
| 10 | 29 | < 0.1% |
| (Missing) | 228508 |
| Value | Count | Frequency (%) |
| 0 | 20 | < 0.1% |
| 1 | 379 | 0.2% |
| 2 | 1066 | |
| 3 | 841 | |
| 4 | 854 | |
| 5 | 668 | |
| 6 | 543 | |
| 7 | 380 | 0.2% |
| 8 | 222 | 0.1% |
| 9 | 105 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 29 | < 0.1% |
| 9 | 105 | < 0.1% |
| 8 | 222 | 0.1% |
| 7 | 380 | 0.2% |
| 6 | 543 | |
| 5 | 668 | |
| 4 | 854 | |
| 3 | 841 | |
| 2 | 1066 | |
| 1 | 379 | 0.2% |
rem2
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 232007 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7723881 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.0425916 |
|---|---|
| Coefficient of variation (CV) | 0.54145851 |
| Kurtosis | -0.44937404 |
| Mean | 3.7723881 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5299905 |
| Sum | 6066 |
| Variance | 4.1721805 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 381 | 0.2% |
| 3 | 245 | 0.1% |
| 4 | 236 | 0.1% |
| 5 | 221 | 0.1% |
| 1 | 170 | 0.1% |
| 6 | 164 | 0.1% |
| 7 | 105 | < 0.1% |
| 8 | 50 | < 0.1% |
| 9 | 19 | < 0.1% |
| 0 | 11 | < 0.1% |
| (Missing) | 232007 |
| Value | Count | Frequency (%) |
| 0 | 11 | < 0.1% |
| 1 | 170 | |
| 2 | 381 | |
| 3 | 245 | |
| 4 | 236 | |
| 5 | 221 | |
| 6 | 164 | |
| 7 | 105 | < 0.1% |
| 8 | 50 | < 0.1% |
| 9 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 6 | < 0.1% |
| 9 | 19 | < 0.1% |
| 8 | 50 | < 0.1% |
| 7 | 105 | < 0.1% |
| 6 | 164 | |
| 5 | 221 | |
| 4 | 236 | |
| 3 | 245 | |
| 2 | 381 | |
| 1 | 170 |
| anio | dni | COMISION | HORARIO | AULA | SEDE | pa1 | pa2 | Final | codCarrera | rem1 | rem2 | cuat | MATERIA | facultad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| anio | 1.000 | 0.570 | 0.090 | -0.034 | -0.035 | 0.069 | -0.115 | -0.045 | -0.058 | 0.231 | -0.179 | -0.101 | 0.058 | 0.160 | 0.326 |
| dni | 0.570 | 1.000 | 0.026 | -0.007 | 0.055 | 0.010 | -0.075 | -0.031 | 0.020 | 0.159 | -0.088 | -0.077 | 0.070 | 0.086 | 0.131 |
| COMISION | 0.090 | 0.026 | 1.000 | -0.341 | -0.516 | 0.989 | -0.012 | 0.054 | -0.046 | 0.118 | -0.028 | -0.056 | 0.181 | 0.336 | 0.158 |
| HORARIO | -0.034 | -0.007 | -0.341 | 1.000 | 0.251 | -0.395 | 0.026 | -0.036 | 0.048 | -0.051 | 0.024 | 0.023 | 0.083 | 0.135 | 0.078 |
| AULA | -0.035 | 0.055 | -0.516 | 0.251 | 1.000 | -0.520 | 0.042 | 0.006 | 0.053 | -0.084 | 0.058 | -0.004 | 0.161 | 0.319 | 0.166 |
| SEDE | 0.069 | 0.010 | 0.989 | -0.395 | -0.520 | 1.000 | -0.001 | 0.054 | -0.059 | 0.088 | -0.045 | -0.031 | 0.180 | 0.308 | 0.151 |
| pa1 | -0.115 | -0.075 | -0.012 | 0.026 | 0.042 | -0.001 | 1.000 | 0.576 | 0.172 | -0.071 | 0.086 | 0.040 | 0.048 | 0.143 | 0.060 |
| pa2 | -0.045 | -0.031 | 0.054 | -0.036 | 0.006 | 0.054 | 0.576 | 1.000 | 0.248 | -0.010 | 0.103 | 0.067 | 0.071 | 0.052 | 0.043 |
| Final | -0.058 | 0.020 | -0.046 | 0.048 | 0.053 | -0.059 | 0.172 | 0.248 | 1.000 | -0.018 | 0.149 | 0.102 | 0.116 | 0.033 | 0.023 |
| codCarrera | 0.231 | 0.159 | 0.118 | -0.051 | -0.084 | 0.088 | -0.071 | -0.010 | -0.018 | 1.000 | 0.006 | 0.014 | 0.041 | 0.058 | 0.714 |
| rem1 | -0.179 | -0.088 | -0.028 | 0.024 | 0.058 | -0.045 | 0.086 | 0.103 | 0.149 | 0.006 | 1.000 | 0.138 | 0.077 | 0.000 | 0.017 |
| rem2 | -0.101 | -0.077 | -0.056 | 0.023 | -0.004 | -0.031 | 0.040 | 0.067 | 0.102 | 0.014 | 0.138 | 1.000 | 0.143 | 0.091 | 0.074 |
| cuat | 0.058 | 0.070 | 0.181 | 0.083 | 0.161 | 0.180 | 0.048 | 0.071 | 0.116 | 0.041 | 0.077 | 0.143 | 1.000 | 0.062 | 0.209 |
| MATERIA | 0.160 | 0.086 | 0.336 | 0.135 | 0.319 | 0.308 | 0.143 | 0.052 | 0.033 | 0.058 | 0.000 | 0.091 | 0.062 | 1.000 | 0.896 |
| facultad | 0.326 | 0.131 | 0.158 | 0.078 | 0.166 | 0.151 | 0.060 | 0.043 | 0.023 | 0.714 | 0.017 | 0.074 | 0.209 | 0.896 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| anio | cuat | dni | COMISION | HORARIO | AULA | SEDE | MATERIA | pa1 | pa2 | Final | codCarrera | facultad | rem1 | rem2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2011 | 1 | 36542528 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 2.0 | NaN | NaN | 26 | INGENIERIA | NaN | NaN |
| 1 | 2011 | 1 | 36821430 | 10301.0 | 651.0 | 45.0 | 1 | 3 | NaN | NaN | NaN | 11 | CS EXACTAS Y NATURALES | NaN | NaN |
| 2 | 2011 | 1 | 36684803 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 8.0 | 7.0 | NaN | 29 | INGENIERIA | NaN | NaN |
| 3 | 2011 | 1 | 36128092 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 4.0 | 4.0 | 3.0 | 29 | INGENIERIA | NaN | NaN |
| 4 | 2011 | 1 | 38465433 | 10301.0 | 651.0 | 45.0 | 1 | 3 | NaN | NaN | NaN | 28 | INGENIERIA | NaN | NaN |
| 5 | 2011 | 1 | 37034561 | 10301.0 | 651.0 | 45.0 | 1 | 3 | NaN | NaN | NaN | 39 | MEDICINA | NaN | NaN |
| 6 | 2011 | 1 | 37007613 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 5.0 | 4.0 | 5.0 | 11 | CS EXACTAS Y NATURALES | NaN | NaN |
| 7 | 2011 | 1 | 36929734 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 4.0 | 3.0 | NaN | 14 | CS EXACTAS Y NATURALES | NaN | NaN |
| 8 | 2011 | 1 | 35337133 | 10301.0 | 651.0 | 45.0 | 1 | 3 | 7.0 | 2.0 | 1.0 | 11 | CS EXACTAS Y NATURALES | NaN | NaN |
| 9 | 2011 | 1 | 37276168 | 10301.0 | 651.0 | 45.0 | 1 | 3 | NaN | NaN | NaN | 11 | CS EXACTAS Y NATURALES | NaN | NaN |
| anio | cuat | dni | COMISION | HORARIO | AULA | SEDE | MATERIA | pa1 | pa2 | Final | codCarrera | facultad | rem1 | rem2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 233605 | 2019 | 2 | 43240000 | 45312.0 | 652.0 | 37.0 | 4 | 53 | NaN | NaN | NaN | 39 | MEDICINA | NaN | NaN |
| 233606 | 2019 | 2 | 43311694 | 45311.0 | 652.0 | 15.0 | 4 | 53 | NaN | NaN | NaN | 45 | CIENCIAS VETERINARIAS | NaN | NaN |
| 233607 | 2019 | 2 | 43092988 | 60303.0 | 681.0 | 26.0 | 6 | 3 | 4.0 | 4.5 | NaN | 30 | INGENIERIA | NaN | NaN |
| 233608 | 2019 | 2 | 42943448 | 45307.0 | 651.0 | 15.0 | 4 | 53 | NaN | NaN | NaN | 39 | MEDICINA | NaN | NaN |
| 233609 | 2019 | 2 | 42436174 | 20307.0 | 681.0 | 112.0 | 2 | 3 | 3.0 | 2.0 | NaN | 14 | CS EXACTAS Y NATURALES | NaN | NaN |
| 233610 | 2019 | 2 | 42284343 | 105307.0 | 627.0 | 1.0 | 10 | 53 | 0.0 | 1.0 | NaN | 39 | MEDICINA | NaN | NaN |
| 233611 | 2019 | 2 | 39458133 | 55301.0 | 621.0 | 4.0 | 5 | 53 | 3.0 | NaN | NaN | 14 | CS EXACTAS Y NATURALES | NaN | NaN |
| 233612 | 2019 | 2 | 43034003 | 105301.0 | 621.0 | 39.0 | 10 | 53 | 2.0 | NaN | NaN | 39 | MEDICINA | NaN | NaN |
| 233613 | 2019 | 2 | 42841987 | 105320.0 | 682.0 | 23.0 | 10 | 53 | NaN | NaN | NaN | 39 | MEDICINA | NaN | NaN |
| 233614 | 2019 | 2 | 40784558 | 25308.0 | 656.0 | 206.0 | 2 | 53 | 4.0 | 1.0 | NaN | 39 | MEDICINA | NaN | NaN |